Triple

T3589261
Position Surface form Disambiguated ID Type / Status
Subject Stonewall, Texas E75985 entity
Predicate locatedIn P40 FINISHED
Object United States Census Bureau Stonewall CDP
United States Census Bureau Stonewall CDP is a designated census area in Texas that encompasses the unincorporated community of Stonewall for statistical and demographic purposes.
 E371663 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: United States Census Bureau Stonewall CDP | Statement: [Stonewall, Texas, locatedIn, United States Census Bureau Stonewall CDP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Census Bureau Stonewall CDP
Context triple: [Stonewall, Texas, locatedIn, United States Census Bureau Stonewall CDP]
  • A. Sterling Micropolitan Statistical Area
    The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
  • B. St. Joseph Metropolitan Statistical Area
    The St. Joseph Metropolitan Statistical Area is a U.S. Census-defined region centered on St. Joseph, Missouri, encompassing the city and surrounding communities for demographic and economic analysis.
  • C. United States Census Bureau Suitland Federal Center
    The United States Census Bureau Suitland Federal Center is a major federal complex in Maryland that serves as the headquarters and primary operations center for the U.S. Census Bureau and related statistical agencies.
  • D. Columbia City
    Columbia City is a historic, culturally diverse neighborhood in southeast Seattle known for its vibrant business district, arts scene, and early 20th-century architecture.
  • E. Stanton
    Stanton is a surname most famously associated with Elizabeth Cady Stanton, a leading 19th-century American suffragist and women's rights activist.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: United States Census Bureau Stonewall CDP
Triple: [Stonewall, Texas, locatedIn, United States Census Bureau Stonewall CDP]
Generated description
United States Census Bureau Stonewall CDP is a designated census area in Texas that encompasses the unincorporated community of Stonewall for statistical and demographic purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: United States Census Bureau Stonewall CDP
Target entity description: United States Census Bureau Stonewall CDP is a designated census area in Texas that encompasses the unincorporated community of Stonewall for statistical and demographic purposes.
  • A. Sterling Micropolitan Statistical Area
    The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
  • B. St. Joseph Metropolitan Statistical Area
    The St. Joseph Metropolitan Statistical Area is a U.S. Census-defined region centered on St. Joseph, Missouri, encompassing the city and surrounding communities for demographic and economic analysis.
  • C. United States Census Bureau Suitland Federal Center
    The United States Census Bureau Suitland Federal Center is a major federal complex in Maryland that serves as the headquarters and primary operations center for the U.S. Census Bureau and related statistical agencies.
  • D. Columbia City
    Columbia City is a historic, culturally diverse neighborhood in southeast Seattle known for its vibrant business district, arts scene, and early 20th-century architecture.
  • E. Stanton
    Stanton is a surname most famously associated with Elizabeth Cady Stanton, a leading 19th-century American suffragist and women's rights activist.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ad85d6dc3c8190b491b79b83e25461 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc13b2970819084181425b01f9595 completed March 8, 2026, 6:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b40304a2e08190bcf25ddaf2bc5a2a completed March 13, 2026, 12:28 p.m.
NEDg Description generation batch_69b406f095488190b4543fa8008fe86c completed March 13, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69b40872099c81909bc3531bea77f875 completed March 13, 2026, 12:52 p.m.
Created at: March 8, 2026, 3:22 p.m.